A Differentially Private Stochastic Gradient Descent Algorithm for Multiparty Classification.

Arun Rajkumar, Shivani Agarwal

Abstract: We consider the problem of developing privacy preserving machine learning algorithms in a distributed multiparty setting. Here different parties own different parts of a data set, and the goal is t...